Classifier | Full Set | Filter (5 features) | Filter-wrapper | |
Error rate | Error rate | No. Features | Error rate | |
Linear | 0.389 | 0.239 | 5 | 0.239 |
Quadratic | 0.429 | 0.370 | 4 | 0.357 |
1-Nearest Neighbor | 0.451 | 0.333 | 5 | 0.333 |
3-Nearest Neighbor | 0.528 | 0.390 | 4 | 0.374 |
5-Nearest Neighbor | 0.474 | 0.302 | 5 | 0.302 |